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<table class="sphinxhide">
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   <td align="center"><img src="https://raw.githubusercontent.com/Xilinx/Image-Collateral/main/xilinx-logo.png" width="20%"/><h2>Vitis AI 3.5 Model Zoo</h2><h0>Copyright (c) 2023 Advanced Micro Devices, Inc.</h0>
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 </tr>
</table>
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<head>
	<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
	<title>Table</title>
</head>
	<table id="table">
		<caption>Use the search function in the upper right to locate a model</caption>
	</table>

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a,b=n.timers,c=0;for(hb=n.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||"fx",this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement("input"),c=d.createElement("div"),e=d.createElement("select"),f=e.appendChild(d.createElement("option"));c=d.createElement("div"),c.setAttribute("className","t"),c.innerHTML="  <link/><table></table><a href='/a'>a</a><input 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PSNR/SSIM= 31.891/ 0.897\n(Urban100) PSNR/SSIM = 30.978/0.917","(Set5) PSNR/SSIM= 37.384/0.956\n(Set14) PSNR/SSIM= 33.012/ 0.911\n(B100) PSNR/SSIM= 31.785/ 0.894\n(Urban100) PSNR/SSIM = 30.839/0.913","45.7","","","62.83 ","100.65 ","53.00 "],["Image Classification","","General","PyTorch","pt_OFA-resnet50_0.88_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","160*160*3","0.752/0.918","0.744/0.918","1.8","88.00%","","2549.20 ","6595.03 ","7780.10 "],["Image Classification","","General","PyTorch","pt_OFA-resnet50_0.74_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","192*192*3","0.777/0.937","0.770/0.933","3.6","74.00%","","2014.20 ","5274.48 ","3609.05 "],["Image Classification","","General","PyTorch","pt_OFA-resnet50_0.45_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.795/0.945","0.784/0.941","8.2","45.00%","","1515.01 ","3636.90 ","5265.23 "],["Image Classification","","General","PyTorch","pt_OFA-resnet50_0.60_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.791/0.943","0.780/0.939","6","60.00%","","1562.12 ","4064.77 ","3165.36 "],["Image Classification","","General","PyTorch","pt_OFA-resnet50_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.799/0.948","0.789/0.944","15","","","/","/","/"],["Object Detection","","General","PyTorch","pt_OFA-yolo_0.3_3.5","","No","OFA-YOLO","","COCO","https://cocodataset.org/#download","640*640*3","0.42","0.401","34.72","30.00%","","173.53 ","383.53 ","323.62 "],["Object Detection","","General","PyTorch","pt_OFA-yolo_0.5_3.5","","No","OFA-YOLO","","COCO","https://cocodataset.org/#download","640*640*3","0.392","0.378","24.62","60.00%","","193.87 ","406.21 ","456.91 "],["Object Detection","","General","PyTorch","pt_OFA-yolo_3.5","","No","OFA-YOLO","","COCO","https://cocodataset.org/#download","640*640*3","0.436","0.421","48.88","","","165.66 ","370.41 ","295.25 "],["Semantic Segmentation","Automotive","ADAS 3D Detection","PyTorch","pt_pointpillars_3.5","","No","PointPillars","https://arxiv.org/abs/1812.05784","KITTI","http://www.cvlibs.net/datasets/kitti/","12000*100*4","Car 3D AP@0.5(easy, moderate, hard)","Car 3D AP@0.5(easy, moderate, hard)","11.2","","","55.96 ","70.06 ","187.11 "],["Industrial Vision / Robotics","Industrial Vision / Robotics","Stereo Depth Estimation","PyTorch","pt_psmnet_0.68_3.5","","No","PSMNet","https://arxiv.org/abs/1803.08669","Sceneflow","https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html","576*960*3","EPE: 0.961","EPE: 1.022","696","68.00%","","/","/","/"],["Image Classification","","General","PyTorch","pt_resnet50_0.3_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.760/0.929","0.757/0.928","5.8","30.00%","","1628.45 ","4247.61 ","4132.65 "],["Image Classification","","General","PyTorch","pt_resnet50_0.4_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.755/0.926","0.752/0.925","4.9","40.00%","","1666.52 ","4268.98 ","4401.23 "],["Image Classification","","General","PyTorch","pt_resnet50_0.5_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.748/0.921","0.745/0.920","4.1","50.00%","","1701.21 ","4265.80 ","4671.20 "],["Image Classification","","General","PyTorch","pt_resnet50_0.6_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.742/0.917","0.738/0.915","3.3","60.00%","","1744.41 ","4272.31 ","5126.95 "],["Image Classification","","General","PyTorch","pt_resnet50_0.7_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.726/0.908","0.720/0.906","2.5","70.00%","","1807.90 ","4243.46 ","5842.50 "],["Image Classification","","General","PyTorch","pt_resnet50_3.5","Non-Commercial Use Only","No","ResNet50","https://arxiv.org/abs/1512.03385","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.761/0.929","0.760/0.928","8.2","","","1708.50 ","4432.04 ","3792.31 "],["Super Resolution","Medical Imaging","Super Resolution","PyTorch","pt_SESR-S_3.5","","No","SESR-S","https://arxiv.org/abs/1801.10319","DIV2K","https://data.vision.ee.ethz.ch/cvl/DIV2K/","360*640*3","(Set5) PSNR/SSIM= 37.309/0.958\n(Set14) PSNR/SSIM= 32.894/ 0.911\n(B100) PSNR/SSIM= 31.663/ 0.893\n(Urban100) PSNR/SSIM = 30.276/0.908","(Set5) PSNR/SSIM= 36.813/0.954\n(Set14) PSNR/SSIM= 32.607/ 0.906\n(B100) PSNR/SSIM= 31.443/ 0.889\n(Urban100) PSNR/SSIM = 29.901/0.899","10.2","","","262.49 ","576.34 ","298.31 "],["Image Classification","","General","PyTorch","pt_squeezenet_3.5","Non-Commercial Use Only","No","SqueezeNet","https://arxiv.org/abs/1602.07360","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.582/0.806","0.582/0.806","0.7035","","","3768.00 ","8598.33 ","4500.98 "],["Image Classification","Automotive","Vehicle Classification","PyTorch","pt_vehicle-color-classification_3.5","","No","AMD Custom","AMD Custom","VCoR","https://www.kaggle.com/datasets/landrykezebou/vcor-vehicle-color-recognition-dataset","224*224*3","0.8885","0.882","3.64","","","2593.27 ","6145.02 ","9679.80 "],["Image Classification","Automotive","Vehicle Classification","PyTorch","pt_vehicle-make-classification_3.5","","No","AMD Custom","AMD Custom","VMMR","https://github.com/faezetta/VMMRdb","224*224*3","0.9536","0.9522","3.64","","","2589.52 ","6151.85 ","9686.00 "],["Image Classification","Automotive","Vehicle Classification","PyTorch","pt_vehicle-type-classification_3.5","","No","AMD Custom","AMD Custom","CarBodyStyle","https://www.kaggle.com/datasets/darshan1504/car-body-style-dataset","224*224*3","0.8482","0.8467","3.64","","","2603.06 ","6187.62 ","9690.45 "],["Super Resolution","Medical Imaging","Super Resolution","PyTorch","pt_xilinxSR_3.5","","No","AMD Custom","AMD 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"],["NLP","","Question and Answering","TensorFlow","tf_bert-base_3.5","","No","BERT","https://arxiv.org/abs/1810.04805","SQuAD","https://rajpurkar.github.io/SQuAD-explorer/","128","0.8694","0.8656","22.34","","","/","/","/"],["Object Detection","","General","TensorFlow","tf_efficientdet-d2_3.5","","No","EfficientDet-d2","https://arxiv.org/abs/1911.09070","COCO","https://cocodataset.org/#download","768*768*3","0.413","0.327","11.06","","","/","/","/"],["Image Classification","","General","TensorFlow","tf_efficientnet-edgetpu-L_3.5","Non-Commercial Use Only","No","EfficientNet-EdgeTPU Large","https://arxiv.org/abs/2003.02838","ILSVRC2012","https://www.image-net.org/download.php","300*300*3","0.8026/0.9514","0.7996/0.9491","19.36","","","573.78 ","847.17 ","757.68 "],["Image Classification","","General","TensorFlow","tf_efficientnet-edgetpu-M_3.5","Non-Commercial Use Only","No","EfficientNet-EdgeTPU Medium","https://arxiv.org/abs/2003.02838","ILSVRC2012","https://www.image-net.org/download.php","240*240*3","0.7862/0.9440","0.7798/0.9406","7.34","","","1433.33 ","3312.43 ","2843.53 "],["Image Classification","","General","TensorFlow","tf_efficientnet-edgetpu-S_3.5","Non-Commercial Use Only","No","EfficientNet-EdgeTPU Small","https://arxiv.org/abs/2003.02838","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.7702/0.9377","0.7660/0.9337","4.72","","","1679.22 ","4246.41 ","3654.75 "],["Industrial Vision / Robotics","Industrial Vision / Robotics","Hierarchical Localization","TensorFlow","tf_HFNet_3.5","","No","HFNet","https://arxiv.org/abs/1812.03506","Aachen - RobotCar Seasons - CMU Seasons - HPatches - SfM - Google Landmarks - Berkeley Deep Drive","https://github.com/ethz-asl/hfnet/blob/master/doc/datasets.md","960*960*3","Day: 76.2/83.6/90.0, Night: 58.2/68.4/80.6","Day: 74.2/82.4/89.2, Night: 54.1/66.3/73.5","20.09","","","10.71 ","24.04 ","/"],["Image Classification","","General","TensorFlow","tf_inceptionv1_0.09_3.5","Non-Commercial Use Only","No","Inception-v1","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.691","0.6818","2.73","9.00%","","1617.07 ","4037.49 ","3258.85 "],["Image Classification","","General","TensorFlow","tf_inceptionv1_0.16_3.5","Non-Commercial Use Only","No","Inception-v1","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.6826","0.6746","2.52","16.00%","","1635.10 ","4069.94 ","3008.47 "],["Image Classification","","General","TensorFlow","tf_inceptionv1_3.5","Non-Commercial Use Only","No","Inception-v1","https://arxiv.org/abs/1801.04381","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.6976","0.6794","3","","","1712.47 ","4424.24 ","3692.12 "],["Image Classification","","General","TensorFlow","tf_inceptionv3_0.2_3.5","Non-Commercial Use Only","No","Inception-v3","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","299*299*3","0.7786","0.7668","9.1","20.00%","","803.14 ","1642.87 ","1234.00 "],["Image Classification","","General","TensorFlow","tf_inceptionv3_0.4_3.5","Non-Commercial Use Only","No","Inception-v3","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","299*299*3","0.7669","0.7561","6.9","40.00%","","866.69 ","1926.97 ","1355.14 "],["Image Classification","","General","TensorFlow","tf_inceptionv3_3.5","Non-Commercial Use Only","No","Inception-v3","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","299*299*3","0.7798","0.7735","11.45","","","808.24 ","1504.90 ","1296.26 "],["Image Classification","","General","TensorFlow","tf_inceptionv4_0.2_3.5","Non-Commercial Use Only","No","Inception-v4","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","299*299*3","0.7974","0.7882","19.56","20.00%","","470.43 ","664.16 ","410.59 "],["Image Classification","","General","TensorFlow","tf_inceptionv4_0.4_3.5","Non-Commercial Use Only","No","Inception-v4","https://arxiv.org/abs/1512.00567","ILSVRC2012","https://www.image-net.org/download.php","299*299*3","0.792","0.782","14.79","40.00%","","504.48 ","737.84 ","441.69 "],["Image Classification","","General","TensorFlow","tf_inceptionv4_3.5","Non-Commercial Use Only","No","Inception-v4","https://arxiv.org/abs/1602.07261","ILSVRC2012","https://www.image-net.org/download.php","299*299*3","0.8018","0.7928","24.55","","","471.90 ","646.84 ","403.08 "],["Object Detection","","General","TensorFlow","tf_mlperf_resnet34_3.5","","No","ResNet34","https://arxiv.org/abs/1512.03385","COCO","https://cocodataset.org/#download","1200*1200*3","0.225","0.215","433","","Y","17.05 ","40.67 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Only","No","MobileNetV1","https://arxiv.org/abs/1704.04861","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.706","0.685","0.12","12.00%","","2076.09 ","4208.04 ","14936.70 "],["Image Classification","","General","TensorFlow","tf_mobilenetv1-1.0_3.5","Non-Commercial Use Only","No","MobileNetV1","https://arxiv.org/abs/1704.04861","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.7102","0.678","1.14","","","2350.44 ","5167.04 ","14581.60 "],["Image Classification","","General","TensorFlow","tf_mobilenetv2-1.0_3.5","Non-Commercial Use Only","No","MobileNetV2","https://arxiv.org/abs/1801.04381","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.7013","0.6767","62","","","2030.30 ","4236.92 ","11544.90 "],["Image Classification","","General","TensorFlow","tf_mobilenetv2-1.4_3.5","Non-Commercial Use Only","No","MobileNetV2","https://arxiv.org/abs/1801.04381","ILSVRC2012","https://www.image-net.org/download.php","224*224*3","0.7411","0.7194","1.16","","","1874.75 ","4207.31 ","8081.16 "],["Super Resolution","Medical Imaging","Super Resolution","TensorFlow","tf_rcan_0.98_3.5","","No","RCAN","https://arxiv.org/abs/1807.02758","DIV2K","https://data.vision.ee.ethz.ch/cvl/DIV2K/","360*640*3","Set5 Y_PSNR : 37.640\nSSIM : 0.959","Set5 Y_PSNR : 37.2495\nSSIM : 0.9556","86.95","98.00%","","59.33 ","83.34 ","43.08 "],["Object Detection","Medical Imaging","Medical Detection","TensorFlow","tf_RefineDet-Medical_0.5_3.5","","No","RefineDet","https://arxiv.org/abs/1711.06897","EDD2020","https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files","320*320*3","0.7798","0.7772","41.42","50.00%","","393.94 ","868.81 ","683.10 "],["Object Detection","Medical Imaging","Medical Detection","TensorFlow","tf_RefineDet-Medical_0.75_3.5","","No","RefineDet","https://arxiv.org/abs/1711.06897","EDD2020","https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files","320*320*3","0.7885","0.7826","20.54","75.00%","","475.20 ","1099.97 ","1101.20 "],["Object Detection","Medical Imaging","Medical Detection","TensorFlow","tf_RefineDet-Medical_0.85_3.5","","No","RefineDet","https://arxiv.org/abs/1711.06897","EDD2020","https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files","320*320*3","0.7898","0.7877","12.32","85.00%","","534.28 ","1167.51 ","1561.50 "],["Object Detection","Medical Imaging","Medical Detection","TensorFlow","tf_RefineDet-Medical_0.88_3.5","","No","RefineDet","https://arxiv.org/abs/1711.06897","EDD2020","https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files","320*320*3","0.7839","0.8002","9.83","88.00%","","624.73 ","1465.31 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